It's like how historical American medical data collected by universities has been misapplied to pharmaceutical and medical practice because of demographic bias. Research participants largely matched the demographics of the university: healthy white males.
Or more broadly, whenever you see a "last name" requirement on a form, you know it's software made by people who think it's normal for people to have "last names", and that everyone should know what that means.